Citation:

PANGAEA.945057

Name: Raster file with assigned land cover classes and ESRI polygon shape file training classes representing different vegetation composition
Published: 2025-03-31
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Land cover; Lena Delta; Sentinel-2

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Published: 2025-03-31 • DOI registered: 2025-03-31

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Keyword(s):

Land cover; Lena Delta; Sentinel-2

Related to:

Heim, Birgit; Lisovski, Simeon; Runge, Alexandra (2025): Polygonal shapefiles as test dataset for the Central Lena Delta Classification (Landgraf et al. 2025) [dataset]. Zenodo, https://doi.org/10.5281/ZENODO.14731823

Lisovski, Simeon; Runge, Alexandra; Shevtsova, Iuliia; Landgraf, Nele; Morgenstern, Anne; Okoth, Ronald Reagan; Fuchs, Matthias; Lashchinskiy, Nikolay; Stadie, Carl; Beamish, Alison Leslie; Herzschuh, Ulrike; Grosse, Guido; Heim, Birgit (accepted): A new habitat map of the Lena Delta in Arctic Siberia based on field and remote sensing datasets. https://doi.org/10.5194/essd-2023-36

Further details:

Central Lena Delta class descriptions

Project(s):

Carbon in Permafrost / Kohlenstoff im Permafrost (KoPF)

Permafrost Research (AWI_Perma)

Polar Terrestrial Environmental Systems @ AWI (AWI_Envi)

Coverage:

Latitude: 72.789356 * Longitude: 129.786407

Event(s):

Lena_Delta * Latitude: 72.789356 * Longitude: 129.786407

Comment:

This dataset contains i) 1-band raster file in geotiff format with assigned land cover classes, CRS: EPSG:32652 - WGS 84 / UTM zone 52N, 2201 rows, 2930 columns, Band 1 is the Land Cover class band, with values from 0 to 11 (12 classes), Classifyer: Random Forest, trained with ROIs (LD18 vegetation plots + manually labelling using expert knowledge)

And ii) 10 training classes representing different vegetation composition in the form of ESRI polygon shape files, covering Lena Delta 2018 expedition (LD18) vegetation plots and extended with expert knowledge from the field (file names are indicative)

Parameter(s):

#	Name	Short Name	Unit	Principal Investigator	Method/Device	Comment
1	Binary Object	Binary		Landgraf, Nele
2	File content	Content		Landgraf, Nele

License:

Creative Commons Attribution 4.0 International (CC-BY-4.0)

Status:

Curation Level: Basic curation (CurationLevelB)

Size:

4 data points

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